Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Revisiting One-vs-All Classifiers for Predictive Uncertainty and Out-of-Distribution Detection in Neural Networks

Jul 10, 2020
Shreyas Padhy, Zachary Nado, Jie Ren, Jeremiah Liu, Jasper Snoek, Balaji Lakshminarayanan


  Access Model/Code and Paper
Interpreting and Disentangling Feature Components of Various Complexity from DNNs

Jun 29, 2020
Jie Ren, Mingjie Li, Zexu Liu, Quanshi Zhang


  Access Model/Code and Paper
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders

Oct 02, 2019
Peter J. Liu, Yu-An Chung, Jie Ren

* first two authors contributed equally 

  Access Model/Code and Paper
Likelihood Ratios for Out-of-Distribution Detection

Jun 07, 2019
Jie Ren, Peter J. Liu, Emily Fertig, Jasper Snoek, Ryan Poplin, Mark A. DePristo, Joshua V. Dillon, Balaji Lakshminarayanan


  Access Model/Code and Paper
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift

Jun 06, 2019
Yaniv Ovadia, Emily Fertig, Jie Ren, Zachary Nado, D Sculley, Sebastian Nowozin, Joshua V. Dillon, Balaji Lakshminarayanan, Jasper Snoek


  Access Model/Code and Paper
Explaining Neural Networks Semantically and Quantitatively

Dec 18, 2018
Runjin Chen, Hao Chen, Ge Huang, Jie Ren, Quanshi Zhang


  Access Model/Code and Paper
To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference

Oct 21, 2018
Qing Qin, Jie Ren, Jialong Yu, Ling Gao, Hai Wang, Jie Zheng, Yansong Feng, Jianbin Fang, Zheng Wang

* 8 pages, To appear in ISPA 2018 

  Access Model/Code and Paper
Active Learning for Wireless IoT Intrusion Detection

Aug 04, 2018
Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang

* 7 pages, 4 figures, accepted by IEEE Wireless Communications 

  Access Model/Code and Paper
An End-to-End Compression Framework Based on Convolutional Neural Networks

Aug 02, 2017
Feng Jiang, Wen Tao, Shaohui Liu, Jie Ren, Xun Guo, Debin Zhao

* Submitted to IEEE Transactions on Circuits and Systems for Video Technology 

  Access Model/Code and Paper